Bibliographies and Resources

This page collects interesting contributions by the hyper-heuristic and self-* search research communities. Contributions using the HyFlex framework are specially represented. Please send your contributions to gabriela.ochoa[at]nottingahm.ac.uk

Hyper-heuristic Online Bibliographies

  • Kent McClymont (University of Exeter, UK),  created the hyper-heuristics.org website, as a "an open, free and hopefully publically driven website to maintain an up-to-date list of the latest hyper-heuristic research, algorithms, classifications, toolkits and other materials."
  • Mustafa Misir (KAHO Sint-Lieven, Belgium) created and maintains an extensive  BIB and related BIB.
  • Gabriela Ochoa (University of Nottingham, UK) started from an initial list by Prof. Edmund K. Burke and extended a BIB (maintained up to 2010).


HyFlex Downloads, Demos and Figures



HyFlex Hyper-heuristic Publications

Publications using the HyFlex software framework.

2012

  • C.Y. Chan, Fan Xue, W.H. Ip, C.F. Cheung (2012) A Hyper-heuristic Inspired by Pearl Hunting, the 6th Learning and Intelligent OptimizatioN Conference (LION12), Paris, France.
  • T. Cichowicz, M. Drozdowski, M. Frankiewicz, G. Pawlak, F. Rytwinski, J. Wasilewski, Five Phase and Genetic Hive Hyper-heuristics for the Cross-Domain Search, the 6th Learning and Intelligent OptimizatioN Conference (LION12), Paris, France.
  • L. Di Gaspero, T. Urli (2012) Evaluation of a Family of Reinforcement Learning Cross-domain Optimization Heuristics, the 6th Learning and Intelligent OptimizatioN Conference (LION12), Paris, France
  • A. Lehrbaum, N. Musliu (2012) A New Hyperheuristic Algorithm for Cross Domain Search Problems, the 6th Learning and Intelligent OptimizatioN Conference (LION12), Paris, France.
  • F. Mascia, T. Stützle (2012) A Non-Adaptive Stochastic Local Search Algorithm for the CHeSC 2011 Competition, the 6th Learning and Intelligent OptimizatioN Conference (LION12), Paris, France.
  • M. Misir, K. Verbeeck, P. De Causmaecker, G. Vanden Berghe (2012) An Intelligent Hyper-heuristic Framework for CHeSC 2011, the 6th Learning and Intelligent OptimizatioN Conference (LION12), Paris, France.
  • G. Ochoa,  M. Hyde,  T. Curtois,  J. A. Vazquez-Rodriguez,  J. Walker,  M. Gendreau,  G. Kendall, B. McCollum, A. J. Parkes,  S. Petrovic,  E. K. Burke (2012) HyFlex: A Benchmark Framework for Cross-domain Heuristic Search.   European Conference on Evolutionary Computation in Combinatorial Optimisation (EvoCOP 2012), LNCS series, Vol. 7245, Springer. [bib entry].
  • J. Walker, G. Ochoa, M. Gendreau, E. Burke (2012) A Vehicle Routing Domain for the HyFlex Hyper-heuristics Framework, the 6th Learning and Intelligent OptimizatioN Conference (LION12), Paris, France. 

2011

2010

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Last Updated: 15 February 2012, by Gabriela Ochoa